Estimating Reproducibility of AI Research - Amsterdam Data Science

Being able to reproduce research is a key aspect of creating knowledge. If a study can be reproduced by another lab then the validity of the findings are confirmed. This is particularly important in AI research with questions around explainable and trustworthy AI. There are a number of different ways to refer to reproducibility, in this piece we are actually referring to replicability using the standard ACM definition. It refers to research that reuses the data and/or analysis to hopefully get the same results.